Course Details
Course Details
What You'll Learn
Topic 1: Overview of Apache Spark
Understanding Apache Spark
History of Apache Spark
Apache Spark Architecture
Install Apache Spark on Local Computers
Databricks
Topic 2: Exploring Data
Data Interface
RDD Basic Operations
Import Data
Actions and Transformations
Saving Results
Topic 3: Analyzing Data
Select and FIlter Data
Aggregate Data
Save Data
Topic 4: SparkSQL
Creating Tables
Querying Data
Visualizing Data
Topic 5: Machine Learning
ML or MLlib Module
Preprocessing Data
Linear Regression
Classification
Topic 6: Spark Streaming
Streaming Setup
Querying Streaming Data
Course Info
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
Target Age Group: 18-65 years old
Minimum Software/Hardware Requirement
Software:
Download and unzip Apache Spark https://spark.apache.org/downloads.html.
Hardware: Window or Mac Laptops
Job Roles
Job Roles
- Data Scientist
- Big Data Engineer
- Data Analyst
- Machine Learning Engineer
- Business Intelligence Developer
- Research Analyst
- Software Engineer
- Back-end Developer
- Data Architect
- Full Stack Developer
- System Analyst
- Cloud Architect
- IT Manager
- Database Administrator
- DevOps Engineer
Trainers
Trainers
Review
Customer Reviews (25)
- will recommend Review by Course Participant/Trainee
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. (Posted on 7/6/2020)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - might recommend Review by Course Participant/Trainee
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Too much time spent on last-minute installation of Anaconda, Spyder, etc. Good if all these admin stuff be ironed out before the start of the training session.1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
The other participant having issues with Zoom chat because he cant download attachments within the Zoom chat. This hampered a little on the session flow. (Posted on 4/27/2020) - might recommend Review by Course Participant/Trainee
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. (Posted on 3/2/2020)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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. (Posted on 3/2/2020)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
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I cant think of any improvements. Maybe can be 20 mins shorter?1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
It was an excellent course. The coverage of Apache Spark was wonderful and complete. I felt that the trainer is a master and very passionate about the topic. I would like to commend the trainer Siva for being patient and answering queries very intelligently. Truly, he is also a fantastic teacher. (Posted on 3/24/2019)
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